New results from a beta-Pareto class

  • S. L. Makgai Department of Statistics, University of Pretoria
  • A. Bekker Department of Statistics, University of Pretoria
  • J. T. Ferreira Department of Statistics, University of Pretoria
  • M. Arashi Department of Statistics, University of Pretoria, South Africa, and Shahrood University of Technology, Iran
Keywords: Generalised beta type, Generator distribution, Kolmogorov-Smirnov measure, Parent distribution, Pareto

Abstract

In this paper, we propose new results on a beta-Pareto class. This extension evolved by using newly proposed class of beta distributions as generator distributions (F(x)) within the generator-parent approach: H(x) = F(G(x)) with G(x) the Pareto distribution as the parent distribution. Fundamental properties are studied, including moments and Rényi entropy. We illustrate the added value to the literature with a numerical example using hydrology data, indicating that this newly proposed class is a valid candidate to consider in modelling within the hydrology arena.

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Published
2017-09-30
Section
Research Articles